Every startup thinks they'll build it themselves. The best ones don't.

Sift gives pre-Series A teams in aerospace, aviation, energy, and autonomy free access to production-grade observability. No infrastructure build-out required, just signal from day one.

Zero infrastructure distraction

Focus on building, not on maintaining a data pipeline.

Hit the ground running

Focus on building, not on maintaining a data pipeline.

Engineers on call

Focus on building, not on maintaining a data pipeline.

Mission-critical capabilities

Sift helps the federal government move missions faster

Rule-Based Anomaly Detection

From questions to answers in minutes. Real-time observability and automated detection that surfaces precise signal, not noise.

Anomaly detection on field deployments

Detect anomalies before they become program-level problems. Sift's stateful analysis runs continuously across all channels, not just the ones you remembered to threshold.

Multi-mission comparison

Compare telemetry across test campaigns, vehicles, and configurations on one platform. No manual data prep, no one-off scripts.

Compliance-ready data pipeline

Audit logging, role-based access controls, ITAR-controlled data handling, and AI outputs that are explainable and version-controlled.

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Frequently asked questions

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Who is eligible for the program?

Pre-Series A companies backed by an accelerator, incubator, or venture firm. Proof of funding is required during application.

Can I extend the program past 12 months?

Pre-Series A companies backed by an accelerator, incubator, or venture firm. Proof of funding is required during application.

Why is Sift offering a discount for startups?

Pre-Series A companies backed by an accelerator, incubator, or venture firm. Proof of funding is required during application.

Can I talk to someone 1:1 before applying?

Pre-Series A companies backed by an accelerator, incubator, or venture firm. Proof of funding is required during application.

What happens when I outgrow the startup plan?

Pre-Series A companies backed by an accelerator, incubator, or venture firm. Proof of funding is required during application.